Pandas Profiling Report

Dataset statistics

Number of variables	11
Number of observations	1000000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	5
Duplicate rows (%)	< 0.1%
Total size in memory	91.6 MiB
Average record size in memory	96.0 B

Variable types

Numeric	9
Categorical	2

Alerts

`storm` has constant value ""	Constant
`storm phase` has constant value ""	Constant
Dataset has 5 (< 0.1%) duplicate rows	Duplicates
`400kmDensity` is highly overall correlated with `SYM/H_INDEX_nT` and 5 other fields	High correlation
`SYM/H_INDEX_nT` is highly overall correlated with `400kmDensity`	High correlation
`1-M_AE_nT` is highly overall correlated with `SYM/H_INDEX_nT`	High correlation
`DAILY_SUNSPOT_NO_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`DAILY_F10.7_` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`SOLAR_LYMAN-ALPHA_W/m^2` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`mg_index (core to wing ratio (unitless))` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`irradiance (W/m^2/nm)` is highly overall correlated with `400kmDensity` and 4 other fields	High correlation
`SYM/H_INDEX_nT` has 28270 (2.8%) zeros	Zeros
`DAILY_SUNSPOT_NO_` has 159756 (16.0%) zeros	Zeros
`d_diff` has 16852 (1.7%) zeros	Zeros

Reproduction

Analysis started	2023-02-24 21:40:37.498148
Analysis finished	2023-02-24 21:41:25.311325
Duration	47.81 seconds
Software version	ydata-profiling vv4.0.0
Download configuration	config.json

400kmDensity
Real number (ℝ)

Distinct	928645
Distinct (%)	92.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.714487 × 10^-12

Minimum	5.77655 × 10^-16
Maximum	2.539658 × 10^-11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	5.77655 × 10^-16
5-th percentile	2.3343303 × 10^-13
Q1	6.1467135 × 10^-13
median	1.202231 × 10^-12
Q3	2.329736 × 10^-12
95-th percentile	4.8918047 × 10^-12
Maximum	2.539658 × 10^-11
Range	2.5396002 × 10^-11
Interquartile range (IQR)	1.7150646 × 10^-12

Descriptive statistics

Standard deviation	1.5605977 × 10^-12
Coefficient of variation (CV)	0.91024179
Kurtosis	0
Mean	1.714487 × 10^-12
Median Absolute Deviation (MAD)	7.1435555 × 10^-13
Skewness	0
Sum	1.714487 × 10^-6
Variance	2.4354652 × 10^-24
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.008403 × 10^-12	7	< 0.1%
1.044812 × 10^-12	6	< 0.1%
1.129793 × 10^-12	6	< 0.1%
1.070292 × 10^-12	5	< 0.1%
1.000263 × 10^-12	5	< 0.1%
1.174717 × 10^-12	5	< 0.1%
1.417164 × 10^-12	5	< 0.1%
1.279007 × 10^-12	5	< 0.1%
1.456168 × 10^-12	5	< 0.1%
1.227943 × 10^-12	5	< 0.1%
Other values (928635)	999946	> 99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5.77655 × 10^-16	1	< 0.1%
1.083077 × 10^-15	1	< 0.1%
1.105662 × 10^-15	1	< 0.1%
1.211596 × 10^-15	1	< 0.1%
1.513974 × 10^-15	1	< 0.1%
1.948599 × 10^-15	1	< 0.1%
2.19288 × 10^-15	1	< 0.1%
2.271978 × 10^-15	1	< 0.1%
2.274078 × 10^-15	1	< 0.1%
3.031177 × 10^-15	1	< 0.1%

Value	Count	Frequency (%)
2.539658 × 10^-11	1	< 0.1%
2.503598 × 10^-11	1	< 0.1%
2.503457 × 10^-11	1	< 0.1%
2.499609 × 10^-11	1	< 0.1%
2.4308 × 10^-11	1	< 0.1%
2.409958 × 10^-11	1	< 0.1%
2.373049 × 10^-11	1	< 0.1%
2.36808 × 10^-11	1	< 0.1%
2.345695 × 10^-11	1	< 0.1%
2.27503 × 10^-11	1	< 0.1%

SYM/H_INDEX_nT
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	596
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-8.631626

Minimum	-490
Maximum	151
Zeros	28270
Zeros (%)	2.8%
Negative	641682
Negative (%)	64.2%
Memory size	15.3 MiB

Quantile statistics

Minimum	-490
5-th percentile	-41
Q1	-16
median	-5
Q3	3
95-th percentile	15
Maximum	151
Range	641
Interquartile range (IQR)	19

Descriptive statistics

Standard deviation	22.718309
Coefficient of variation (CV)	-2.6319849
Kurtosis	64.361951
Mean	-8.631626
Median Absolute Deviation (MAD)	9
Skewness	-5.1024966
Sum	-8631626
Variance	516.12158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-3	31970	3.2%
-1	31880	3.2%
-2	31879	3.2%
1	31416	3.1%
-4	30753	3.1%
3	29921	3.0%
2	29886	3.0%
-5	29577	3.0%
0	28270	2.8%
4	27644	2.8%
Other values (586)	696804	69.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-490	2	< 0.1%
-488	1	< 0.1%
-487	2	< 0.1%
-486	1	< 0.1%
-485	2	< 0.1%
-484	1	< 0.1%
-483	1	< 0.1%
-482	1	< 0.1%
-481	1	< 0.1%
-480	2	< 0.1%

Value	Count	Frequency (%)
151	1	< 0.1%
146	1	< 0.1%
143	2	< 0.1%
142	2	< 0.1%
136	1	< 0.1%
134	2	< 0.1%
132	2	< 0.1%
129	1	< 0.1%
128	2	< 0.1%
127	1	< 0.1%

1-M_AE_nT
Real number (ℝ)

Distinct	2436
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	222.689

Minimum	1
Maximum	4192
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	1
5-th percentile	18
Q1	44
median	110
Q3	312
95-th percentile	773
Maximum	4192
Range	4191
Interquartile range (IQR)	268

Descriptive statistics

Standard deviation	264.76369
Coefficient of variation (CV)	1.1889392
Kurtosis	7.7055073
Mean	222.689
Median Absolute Deviation (MAD)	81
Skewness	2.2379679
Sum	2.22689 × 10⁸
Variance	70099.813
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	8206	0.8%
32	8203	0.8%
33	8176	0.8%
36	8144	0.8%
35	8063	0.8%
34	8049	0.8%
30	8014	0.8%
37	7989	0.8%
27	7943	0.8%
39	7935	0.8%
Other values (2426)	919278	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	20	< 0.1%
2	78	< 0.1%
3	265	< 0.1%
4	668	0.1%
5	1179	0.1%
6	1592	0.2%
7	1766	0.2%
8	2016	0.2%
9	2563	0.3%
10	3140	0.3%

Value	Count	Frequency (%)
4192	1	< 0.1%
4174	1	< 0.1%
3763	1	< 0.1%
3719	1	< 0.1%
3708	1	< 0.1%
3698	1	< 0.1%
3680	1	< 0.1%
3642	1	< 0.1%
3625	1	< 0.1%
3583	1	< 0.1%

DAILY_SUNSPOT_NO_
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	177
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.85619

Minimum	0
Maximum	270
Zeros	159756
Zeros (%)	16.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	14
median	48
Q3	86
95-th percentile	149
Maximum	270
Range	270
Interquartile range (IQR)	72

Descriptive statistics

Standard deviation	51.683174
Coefficient of variation (CV)	0.90901579
Kurtosis	1.2968937
Mean	56.85619
Median Absolute Deviation (MAD)	35
Skewness	1.1294623
Sum	56856190
Variance	2671.1505
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	159756	16.0%
13	36531	3.7%
15	18650	1.9%
14	16583	1.7%
12	15865	1.6%
27	14297	1.4%
26	13459	1.3%
18	12761	1.3%
65	12278	1.2%
19	11957	1.2%
Other values (167)	687863	68.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	159756	16.0%
6	2761	0.3%
7	169	< 0.1%
8	1466	0.1%
9	6892	0.7%
10	8459	0.8%
11	11107	1.1%
12	15865	1.6%
13	36531	3.7%
14	16583	1.7%

Value	Count	Frequency (%)
270	1161	0.1%
252	1368	0.1%
250	2661	0.3%
248	1386	0.1%
247	1679	0.2%
234	924	0.1%
233	1377	0.1%
224	2541	0.3%
211	1393	0.1%
208	2432	0.2%

DAILY_F10.7_
Real number (ℝ)

Distinct	565
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	102.698

Minimum	65.9
Maximum	999.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	65.9
5-th percentile	68
Q1	75.2
median	94
Q3	118.8
95-th percentile	164.3
Maximum	999.9
Range	934
Interquartile range (IQR)	43.6

Descriptive statistics

Standard deviation	46.338316
Coefficient of variation (CV)	0.4512095
Kurtosis	194.00036
Mean	102.698
Median Absolute Deviation (MAD)	20.7
Skewness	10.56995
Sum	1.02698 × 10⁸
Variance	2147.2395
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
69.3	10980	1.1%
76.9	8371	0.8%
67.3	6914	0.7%
79.3	6745	0.7%
70.9	6666	0.7%
70.3	6132	0.6%
73.1	5896	0.6%
105.2	5682	0.6%
69.5	5631	0.6%
67.2	5556	0.6%
Other values (555)	931427	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
65.9	1378	0.1%
66.2	238	< 0.1%
66.3	1221	0.1%
66.4	3192	0.3%
66.5	1398	0.1%
66.7	1396	0.1%
66.8	4054	0.4%
67	1874	0.2%
67.1	1911	0.2%
67.2	5556	0.6%

Value	Count	Frequency (%)
999.9	1391	0.1%
275.4	1378	0.1%
270.9	1389	0.1%
267.6	1283	0.1%
246.9	1161	0.1%
242.6	1386	0.1%
232.8	1393	0.1%
225	347	< 0.1%
205.8	924	0.1%
199.8	575	0.1%

SOLAR_LYMAN-ALPHA_W/m^2
Real number (ℝ)

Distinct	792
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0069769901

Minimum	0.005926
Maximum	0.009751
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.005926
5-th percentile	0.006015
Q1	0.006298
median	0.006908
Q3	0.0075
95-th percentile	0.008423
Maximum	0.009751
Range	0.003825
Interquartile range (IQR)	0.001202

Descriptive statistics

Standard deviation	0.00077073886
Coefficient of variation (CV)	0.11046868
Kurtosis	-0.019784931
Mean	0.0069769901
Median Absolute Deviation (MAD)	0.000602
Skewness	0.71385091
Sum	6976.9901
Variance	5.9403839 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.006031	5056	0.5%
0.006951	4577	0.5%
0.007045	4166	0.4%
0.008003	4146	0.4%
0.007089	4135	0.4%
0.006003	4127	0.4%
0.005953	4007	0.4%
0.00642	3992	0.4%
0.007731	3875	0.4%
0.007063	3826	0.4%
Other values (782)	958093	95.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.005926	1387	0.1%
0.005943	1385	0.1%
0.005946	351	< 0.1%
0.005953	4007	0.4%
0.005956	632	0.1%
0.005959	515	0.1%
0.005961	2193	0.2%
0.005963	529	0.1%
0.005969	753	0.1%
0.005972	1379	0.1%

Value	Count	Frequency (%)
0.009751	1393	0.1%
0.00974	1386	0.1%
0.00972	347	< 0.1%
0.009662	1161	0.1%
0.0092	924	0.1%
0.009187	345	< 0.1%
0.009181	1158	0.1%
0.009111	1383	0.1%
0.009102	1394	0.1%
0.009093	575	0.1%

mg_index (core to wing ratio (unitless))
Real number (ℝ)

Distinct	799
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.26925347

Minimum	0.26320001
Maximum	0.28494
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.26320001
5-th percentile	0.26394162
Q1	0.26517999
median	0.26859
Q3	0.27263717
95-th percentile	0.27742001
Maximum	0.28494
Range	0.02173999
Interquartile range (IQR)	0.00745718

Descriptive statistics

Standard deviation	0.0044551174
Coefficient of variation (CV)	0.016546184
Kurtosis	-0.23036109
Mean	0.26925347
Median Absolute Deviation (MAD)	0.00364041
Skewness	0.69962924
Sum	269253.47
Variance	1.9848071 × 10^-5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.26708001	6609	0.7%
0.27265999	5546	0.6%
0.26475999	4622	0.5%
0.26486999	4198	0.4%
0.26898	4179	0.4%
0.26536	4179	0.4%
0.26984999	4176	0.4%
0.26403001	4168	0.4%
0.26627001	4157	0.4%
0.26712999	4151	0.4%
Other values (789)	954015	95.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.26320001	1396	0.1%
0.26335999	1284	0.1%
0.26344001	927	0.1%
0.26348001	1394	0.1%
0.26352	1384	0.1%
0.26352999	1052	0.1%
0.26355001	292	< 0.1%
0.26357999	1272	0.1%
0.26359001	2553	0.3%
0.26363	232	< 0.1%

Value	Count	Frequency (%)
0.28494	1386	0.1%
0.28485999	1393	0.1%
0.28428999	1161	0.1%
0.28426999	347	< 0.1%
0.28176999	924	0.1%
0.28143999	345	< 0.1%
0.28127	1158	0.1%
0.28095001	575	0.1%
0.28088	1378	0.1%
0.28086001	1383	0.1%

irradiance (W/m^2/nm)
Real number (ℝ)

Distinct	971
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0056332466

Minimum	0.0048813247
Maximum	0.0073493496
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	0.0048813247
5-th percentile	0.004941232
Q1	0.0051511205
median	0.0055895182
Q3	0.005997099
95-th percentile	0.0067077135
Maximum	0.0073493496
Range	0.0024680248
Interquartile range (IQR)	0.0008459785

Descriptive statistics

Standard deviation	0.000554341
Coefficient of variation (CV)	0.098405242
Kurtosis	-0.40873872
Mean	0.0056332466
Median Absolute Deviation (MAD)	0.00043197535
Skewness	0.64117884
Sum	5633.2466
Variance	3.0729394 × 10^-7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.004940496758	2487	0.2%
0.005260170903	2207	0.2%
0.005658049602	1628	0.2%
0.005648719613	1411	0.1%
0.006063474808	1410	0.1%
0.006116171833	1408	0.1%
0.00517245708	1408	0.1%
0.005752183031	1407	0.1%
0.004998461809	1407	0.1%
0.004994971212	1406	0.1%
Other values (961)	983821	98.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.004881324712	701	0.1%
0.004886395764	583	0.1%
0.004887722898	1329	0.1%
0.004896449856	1376	0.1%
0.004898921587	1051	0.1%
0.004900876433	696	0.1%
0.004904543981	1387	0.1%
0.004905090202	758	0.1%
0.004905119073	1221	0.1%
0.004905175883	1376	0.1%

Value	Count	Frequency (%)
0.007349349558	1045	0.1%
0.00734248152	1392	0.1%
0.007301890757	1388	0.1%
0.007257604506	462	< 0.1%
0.007178029511	632	0.1%
0.007079309318	345	< 0.1%
0.007055485155	1394	0.1%
0.007023133337	1268	0.1%
0.006999286357	625	0.1%
0.006995057687	1385	0.1%

storm
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

1	1000000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1000000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1000000	100.0%

storm phase
Categorical

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	15.3 MiB

1	1000000

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1000000
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	1000000	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1000000	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1000000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	1000000	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1000000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	1000000	100.0%

d_diff
Real number (ℝ)

Distinct	822054
Distinct (%)	82.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3585773 × 10^-16

Minimum	-1.1756252 × 10^-11
Maximum	1.0096702 × 10^-11
Zeros	16852
Zeros (%)	1.7%
Negative	479818
Negative (%)	48.0%
Memory size	15.3 MiB

Quantile statistics

Minimum	-1.1756252 × 10^-11
5-th percentile	-2.0319805 × 10^-13
Q1	-4.1665 × 10^-14
median	4.462 × 10^-16
Q3	4.374555 × 10^-14
95-th percentile	1.9821815 × 10^-13
Maximum	1.0096702 × 10^-11
Range	2.1852954 × 10^-11
Interquartile range (IQR)	8.541055 × 10^-14

Descriptive statistics

Standard deviation	2.0589881 × 10^-13
Coefficient of variation (CV)	1515.5473
Kurtosis	0
Mean	1.3585773 × 10^-16
Median Absolute Deviation (MAD)	4.27038 × 10^-14
Skewness	0
Sum	1.3585773 × 10^-10
Variance	4.2394321 × 10^-26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	16852	1.7%
9.151 × 10^-15	9	< 0.1%
-1.3312 × 10^-14	9	< 0.1%
-4.03 × 10^-16	9	< 0.1%
3.4701 × 10^-14	9	< 0.1%
4.282 × 10^-15	9	< 0.1%
3.0556 × 10^-14	9	< 0.1%
2.0499 × 10^-14	9	< 0.1%
1.0635 × 10^-14	9	< 0.1%
2.4115 × 10^-14	8	< 0.1%
Other values (822044)	983068	98.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1.1756252 × 10^-11	1	< 0.1%
-1.163180901 × 10^-11	1	< 0.1%
-9.659238 × 10^-12	1	< 0.1%
-9.648661 × 10^-12	1	< 0.1%
-9.4411153 × 10^-12	1	< 0.1%
-8.729284 × 10^-12	1	< 0.1%
-8.4922911 × 10^-12	1	< 0.1%
-8.2091393 × 10^-12	1	< 0.1%
-7.4875632 × 10^-12	1	< 0.1%
-7.406176 × 10^-12	1	< 0.1%

Value	Count	Frequency (%)
1.0096702 × 10^-11	1	< 0.1%
9.7292573 × 10^-12	1	< 0.1%
9.4953338 × 10^-12	1	< 0.1%
8.742143 × 10^-12	1	< 0.1%
8.235121 × 10^-12	1	< 0.1%
7.728122 × 10^-12	1	< 0.1%
7.3576767 × 10^-12	1	< 0.1%
7.170111 × 10^-12	1	< 0.1%
7.166516 × 10^-12	1	< 0.1%
6.896834 × 10^-12	1	< 0.1%

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff
400kmDensity	1.000	-0.258	0.377	0.762	0.814	0.843	0.820	0.858	0.050
SYM/H_INDEX_nT	-0.258	1.000	-0.541	-0.128	-0.133	-0.134	-0.111	-0.145	-0.007
1-M_AE_nT	0.377	-0.541	1.000	0.273	0.292	0.295	0.256	0.311	0.009
DAILY_SUNSPOT_NO_	0.762	-0.128	0.273	1.000	0.942	0.897	0.888	0.884	0.008
DAILY_F10.7_	0.814	-0.133	0.292	0.942	1.000	0.950	0.936	0.941	0.008
SOLAR_LYMAN-ALPHA_W/m^2	0.843	-0.134	0.295	0.897	0.950	1.000	0.961	0.988	0.008
mg_index (core to wing ratio (unitless))	0.820	-0.111	0.256	0.888	0.936	0.961	1.000	0.946	0.006
irradiance (W/m^2/nm)	0.858	-0.145	0.311	0.884	0.941	0.988	0.946	1.000	0.008
d_diff	0.050	-0.007	0.009	0.008	0.008	0.008	0.006	0.008	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.359	0.303	0.705	0.531	0.786	0.761	0.800	NaN	NaN	0.066
SYM/H_INDEX_nT	-0.359	1.000	-0.555	-0.173	-0.153	-0.170	-0.147	-0.166	NaN	NaN	-0.001
1-M_AE_nT	0.303	-0.555	1.000	0.202	0.138	0.207	0.181	0.214	NaN	NaN	0.003
DAILY_SUNSPOT_NO_	0.705	-0.173	0.202	1.000	0.652	0.889	0.882	0.862	NaN	NaN	0.000
DAILY_F10.7_	0.531	-0.153	0.138	0.652	1.000	0.667	0.681	0.645	NaN	NaN	0.000
SOLAR_LYMAN-ALPHA_W/m^2	0.786	-0.170	0.207	0.889	0.667	1.000	0.963	0.980	NaN	NaN	0.000
mg_index (core to wing ratio (unitless))	0.761	-0.147	0.181	0.882	0.681	0.963	1.000	0.939	NaN	NaN	0.000
irradiance (W/m^2/nm)	0.800	-0.166	0.214	0.862	0.645	0.980	0.939	1.000	NaN	NaN	0.000
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
d_diff	0.066	-0.001	0.003	0.000	0.000	0.000	0.000	0.000	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.258	0.377	0.762	0.814	0.843	0.820	0.858	NaN	NaN	0.050
SYM/H_INDEX_nT	-0.258	1.000	-0.541	-0.128	-0.133	-0.134	-0.111	-0.145	NaN	NaN	-0.007
1-M_AE_nT	0.377	-0.541	1.000	0.273	0.292	0.295	0.256	0.311	NaN	NaN	0.009
DAILY_SUNSPOT_NO_	0.762	-0.128	0.273	1.000	0.942	0.897	0.888	0.884	NaN	NaN	0.008
DAILY_F10.7_	0.814	-0.133	0.292	0.942	1.000	0.950	0.936	0.941	NaN	NaN	0.008
SOLAR_LYMAN-ALPHA_W/m^2	0.843	-0.134	0.295	0.897	0.950	1.000	0.961	0.988	NaN	NaN	0.008
mg_index (core to wing ratio (unitless))	0.820	-0.111	0.256	0.888	0.936	0.961	1.000	0.946	NaN	NaN	0.006
irradiance (W/m^2/nm)	0.858	-0.145	0.311	0.884	0.941	0.988	0.946	1.000	NaN	NaN	0.008
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
d_diff	0.050	-0.007	0.009	0.008	0.008	0.008	0.006	0.008	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
400kmDensity	1.000	-0.176	0.256	0.563	0.612	0.644	0.613	0.661	NaN	NaN	0.035
SYM/H_INDEX_nT	-0.176	1.000	-0.380	-0.090	-0.091	-0.092	-0.076	-0.099	NaN	NaN	-0.004
1-M_AE_nT	0.256	-0.380	1.000	0.186	0.198	0.199	0.171	0.210	NaN	NaN	0.006
DAILY_SUNSPOT_NO_	0.563	-0.090	0.186	1.000	0.791	0.723	0.706	0.704	NaN	NaN	0.005
DAILY_F10.7_	0.612	-0.091	0.198	0.791	1.000	0.802	0.774	0.785	NaN	NaN	0.006
SOLAR_LYMAN-ALPHA_W/m^2	0.644	-0.092	0.199	0.723	0.802	1.000	0.826	0.914	NaN	NaN	0.005
mg_index (core to wing ratio (unitless))	0.613	-0.076	0.171	0.706	0.774	0.826	1.000	0.791	NaN	NaN	0.004
irradiance (W/m^2/nm)	0.661	-0.099	0.210	0.704	0.785	0.914	0.791	1.000	NaN	NaN	0.005
storm	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	NaN	NaN
storm phase	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	1.000	NaN
d_diff	0.035	-0.004	0.006	0.005	0.006	0.005	0.004	0.005	NaN	NaN	1.000

Heatmap
Table

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	d_diff
400kmDensity	1.000	0.618	0.301	0.632	0.508	0.693	0.679	0.692	0.263
SYM/H_INDEX_nT	0.618	1.000	0.489	0.413	0.450	0.308	0.315	0.231	0.191
1-M_AE_nT	0.301	0.489	1.000	0.229	0.180	0.201	0.215	0.192	0.159
DAILY_SUNSPOT_NO_	0.632	0.413	0.229	1.000	0.768	0.888	0.898	0.852	0.117
DAILY_F10.7_	0.508	0.450	0.180	0.768	1.000	0.691	0.671	0.603	0.093
SOLAR_LYMAN-ALPHA_W/m^2	0.693	0.308	0.201	0.888	0.691	1.000	0.965	0.969	0.114
mg_index (core to wing ratio (unitless))	0.679	0.315	0.215	0.898	0.671	0.965	1.000	0.944	0.117
irradiance (W/m^2/nm)	0.692	0.231	0.192	0.852	0.603	0.969	0.944	1.000	0.114
d_diff	0.263	0.191	0.159	0.117	0.093	0.114	0.117	0.114	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
1689636	1.199438e-12	-26.0	321.0	14.0	76.6	0.006390	0.265690	0.005145	1	1	6.586700e-14
2255688	1.850956e-12	-1.0	38.0	102.0	136.7	0.007723	0.276258	0.006183	1	1	-8.386900e-14
4418318	8.326546e-13	-5.0	81.0	33.0	86.4	0.006535	0.266820	0.005337	1	1	-4.046100e-14
1295286	6.058874e-12	-4.0	128.0	110.0	140.1	0.008033	0.274980	0.006502	1	1	-2.195070e-13
1870220	8.700889e-13	8.0	85.0	0.0	72.3	0.006297	0.266270	0.005171	1	1	-1.063343e-13
803301	4.844031e-12	7.0	59.0	92.0	136.2	0.007896	0.273700	0.006614	1	1	3.277720e-13
13779	2.158208e-12	-8.0	141.0	78.0	113.5	0.007382	0.270340	0.005913	1	1	1.163600e-14
825308	3.278183e-12	-33.0	398.0	150.0	146.4	0.007855	0.274110	0.006265	1	1	3.896700e-14
4465345	3.113145e-12	11.0	91.0	67.0	106.3	0.007255	0.272836	0.005767	1	1	0.000000e+00
2853910	5.393338e-13	-8.0	142.0	13.0	73.1	0.006272	0.264750	0.005086	1	1	4.067570e-14

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	d_diff
4347737	2.668083e-12	12.0	19.0	115.0	125.9	0.008021	0.275100	0.006165	1	1	-1.716940e-13
761099	1.263847e-12	0.0	41.0	69.0	119.1	0.007435	0.272400	0.005876	1	1	-2.804830e-13
3910767	1.140860e-12	-18.0	421.0	0.0	70.7	0.006031	0.263960	0.004973	1	1	2.190485e-13
1724219	3.971643e-13	-8.0	9.0	10.0	70.6	0.006128	0.264510	0.005015	1	1	-8.440300e-15
2528380	1.001378e-12	-19.0	261.0	0.0	79.3	0.006486	0.267825	0.005260	1	1	1.798740e-13
3475459	1.044937e-12	12.0	49.0	9.0	73.1	0.006136	0.264913	0.005024	1	1	6.314540e-14
4326147	4.023308e-12	9.0	141.0	103.0	112.5	0.007731	0.271380	0.006119	1	1	-1.148280e-13
1689083	1.192533e-12	-35.0	267.0	14.0	76.6	0.006390	0.265690	0.005127	1	1	-4.704800e-14
838454	1.460365e-12	-14.0	145.0	63.0	113.4	0.007045	0.268570	0.005795	1	1	-2.995700e-14
825805	3.610053e-12	-12.0	39.0	150.0	146.4	0.007855	0.274110	0.006368	1	1	2.137430e-13

Most frequently occurring

	400kmDensity	SYM/H_INDEX_nT	1-M_AE_nT	DAILY_SUNSPOT_NO_	DAILY_F10.7_	SOLAR_LYMAN-ALPHA_W/m^2	mg_index (core to wing ratio (unitless))	irradiance (W/m^2/nm)	storm	storm phase	# duplicates
0	4.713266e-13	-11.0	35.0	0.0	69.0	0.006065	0.264879	0.004978	1	1	2
1	6.571013e-13	-13.0	25.0	17.0	79.3	0.006381	0.264790	0.005260	1	1	2
2	9.629251e-13	3.0	54.0	13.0	74.6	0.006397	0.267064	0.005225	1	1	2
3	1.242273e-12	23.0	28.0	46.0	99.4	0.006451	0.266570	0.005257	1	1	2
4	2.829962e-12	-12.0	35.0	40.0	100.4	0.007179	0.269390	0.005684	1	1	2

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring